Automatisierte B2B-Lead-Generierung: Google Places, Scrape.do und AI-Datenanreicherung
Experte
Dies ist ein Miscellaneous, AI Summarization, Multimodal AI-Bereich Automatisierungsworkflow mit 19 Nodes. Hauptsächlich werden If, Set, Html, Function, HttpRequest und andere Nodes verwendet. Automatisierte B2B-Lead-Generierung: Google Places, Scrape.do und KI-Datenanreicherung
Voraussetzungen
- •Möglicherweise sind Ziel-API-Anmeldedaten erforderlich
- •Google Sheets API-Anmeldedaten
- •OpenAI API Key
Verwendete Nodes (19)
Workflow-Vorschau
Visualisierung der Node-Verbindungen, mit Zoom und Pan
Workflow exportieren
Kopieren Sie die folgende JSON-Konfiguration und importieren Sie sie in n8n
{
"meta": {
"instanceId": "cb5caf45c9475b848c7e83772505bb02340e165acdd8de77e25011192306257c",
"templateCredsSetupCompleted": true
},
"nodes": [
{
"id": "1a608370-405e-4601-b65d-7a336fa0ae82",
"name": "Bericht generieren",
"type": "n8n-nodes-base.function",
"position": [
-16,
320
],
"parameters": {
"functionCode": "const duplicates = [];\nconst lowQuality = [];\n\nfor (const item of $input.all()) {\n if (item.json.leadScore <= 50) {\n lowQuality.push(item.json.businessName);\n }\n}\n\nreturn [{\n json: {\n totalProcessed: $input.all().length,\n lowQualityLeads: lowQuality.length,\n lowQualityNames: lowQuality,\n timestamp: new Date().toISOString()\n }\n}];"
},
"typeVersion": 1
},
{
"id": "07cff94f-48fb-4667-abf9-3e7c929508a5",
"name": "Fehlerprotokollierung",
"type": "n8n-nodes-base.function",
"position": [
-48,
512
],
"parameters": {
"functionCode": "// Error log for debugging\nconst errorLog = {\n workflow: 'Google Maps Lead Generator',\n timestamp: new Date().toISOString(),\n error: 'Low quality or invalid lead detected',\n data: $json\n};\n\nconsole.log('Error Log:', errorLog);\n\nreturn [{ json: errorLog }];"
},
"typeVersion": 1
},
{
"id": "af642ea6-17a4-4fd2-a6e7-b26f9bdff825",
"name": "OpenAI Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
976,
128
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "7ZvT0NzDJ8AjFf1B",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "3ecdbef5-6df9-4f62-a9f9-44fa94ad32bc",
"name": "Structured Output Parser",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
1152,
128
],
"parameters": {
"schemaType": "manual",
"inputSchema": "{\n\t\"type\": \"object\",\n\t\"properties\": {\n\t\t\"contact\": {\n\t\t\t\"type\": \"object\",\n\t\t\t\"description\": \"E-posta ve telefon numaraları gibi iletişim bilgilerini içerir.\",\n\t\t\t\"properties\": {\n\t\t\t\t\"emails\": {\n\t\t\t\t\t\"type\": \"array\",\n\t\t\t\t\t\"items\": {\n\t\t\t\t\t\t\"type\": \"string\"\n\t\t\t\t\t},\n\t\t\t\t\t\"description\": \"Bulunan tüm e-posta adreslerinin listesi.\"\n\t\t\t\t},\n\t\t\t\t\"phones\": {\n\t\t\t\t\t\"type\": \"array\",\n\t\t\t\t\t\"items\": {\n\t\t\t\t\t\t\"type\": \"string\"\n\t\t\t\t\t},\n\t\t\t\t\t\"description\": \"Bulunan tüm telefon numaralarının listesi.\"\n\t\t\t\t}\n\t\t\t}\n\t\t},\n\t\t\"social\": {\n\t\t\t\"type\": \"object\",\n\t\t\t\"description\": \"Sabit sosyal medya platformlarının URL'lerini içerir. Bulunamayan linkler için alan boş bir metin olarak bırakılmalıdır.\",\n\t\t\t\"properties\": {\n\t\t\t\t\"facebook\": {\n\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\"description\": \"Facebook sayfasının tam URL'si.\"\n\t\t\t\t},\n\t\t\t\t\"instagram\": {\n\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\"description\": \"Instagram profilinin tam URL'si.\"\n\t\t\t\t},\n\t\t\t\t\"linkedin\": {\n\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\"description\": \"LinkedIn profilinin tam URL'si.\"\n\t\t\t\t},\n\t\t\t\t\"youtube\": {\n\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\"description\": \"YouTube kanalının tam URL'si.\"\n\t\t\t\t},\n\t\t\t\t\"pinterest\": {\n\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\"description\": \"Pinterest profilinin tam URL'si.\"\n\t\t\t\t},\n\t\t\t\t\"twitter\": {\n\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\"description\": \"Twitter (X) profilinin tam URL'si.\"\n\t\t\t\t},\n\t\t\t\t\"whatsapp\": {\n\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\"description\": \"WhatsApp iletişim linki (örn: wa.me/...).\"\n\t\t\t\t}\n\t\t\t}\n\t\t},\n\t\t\"location\": {\n\t\t\t\"type\": \"object\",\n\t\t\t\"description\": \"Şirketin yapılandırılmış fiziksel adresi.\",\n\t\t\t\"properties\": {\n\t\t\t\t\"full_address\": {\n\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\"description\": \"Adresin ham ve tam metin hali.\"\n\t\t\t\t},\n\t\t\t\t\"city\": {\n\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\"description\": \"Adresten çıkarılan şehir bilgisi.\"\n\t\t\t\t},\n\t\t\t\t\"country\": {\n\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\"description\": \"Adresten çıkarılan ülke bilgisi.\"\n\t\t\t\t}\n\t\t\t}\n\t\t},\n\t\t\"other_contact_methods\": {\n\t\t\t\"type\": \"array\",\n\t\t\t\"description\": \"İletişim formu veya WhatsApp butonu gibi diğer iletişim yöntemleri.\",\n\t\t\t\"items\": {\n\t\t\t\t\"type\": \"object\",\n\t\t\t\t\"properties\": {\n\t\t\t\t\t\"type\": {\n\t\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\t\"description\": \"İletişim yönteminin türü (Örn: Contact Form, WhatsApp Chat).\"\n\t\t\t\t\t},\n\t\t\t\t\t\"url\": {\n\t\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\t\"description\": \"İlgili sayfanın veya özelliğin linki.\"\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t}\n}"
},
"typeVersion": 1.3
},
{
"id": "944898a5-6bed-408a-ac9b-b62101132f51",
"name": "Bei Klick auf 'Workflow ausführen'",
"type": "n8n-nodes-base.manualTrigger",
"position": [
-1024,
-64
],
"parameters": {},
"typeVersion": 1
},
{
"id": "2f801af9-c230-4910-97db-8adf7a8ac650",
"name": "1. Suchparameter festlegen",
"type": "n8n-nodes-base.set",
"position": [
-800,
-64
],
"parameters": {
"values": {
"string": [
{
"name": "searchCategory",
"value": "dentist"
},
{
"name": "locationName",
"value": "Istanbul, Turkey"
},
{
"name": "latitude",
"value": "41.0082"
},
{
"name": "longitude",
"value": "28.9784"
},
{
"name": "radius",
"value": "5000"
},
{
"name": "maxResults",
"value": "20"
}
]
},
"options": {}
},
"typeVersion": 1
},
{
"id": "3a046790-67dd-4db5-9254-25e2c5b30027",
"name": "2. Unternehmen finden (Google Places)",
"type": "n8n-nodes-base.httpRequest",
"position": [
-608,
-64
],
"parameters": {
"url": "https://places.googleapis.com/v1/places:searchNearby",
"method": "POST",
"options": {
"timeout": 30000,
"response": {
"response": {
"responseFormat": "json"
}
}
},
"jsonBody": "={\"includedTypes\":[\"{{$json[\"searchCategory\"]}}\"],\"maxResultCount\":{{$json[\"maxResults\"]}},\"locationRestriction\":{\"circle\":{\"center\":{\"latitude\":{{$json[\"latitude\"]}},\"longitude\":{{$json[\"longitude\"]}}},\"radius\":{{$json[\"radius\"]}}}}}",
"sendBody": true,
"sendHeaders": true,
"specifyBody": "json",
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"headerParameters": {
"parameters": [
{
"name": "X-Goog-FieldMask",
"value": "places.id,places.displayName,places.formattedAddress,places.nationalPhoneNumber,places.websiteUri,places.rating,places.businessStatus,places.primaryType,places.location"
},
{
"name": "Content-Type",
"value": "application/json"
}
]
}
},
"credentials": {
"httpHeaderAuth": {
"id": "VY5PZ0lGBGhYEw7h",
"name": "Header Auth account"
}
},
"typeVersion": 3
},
{
"id": "93842018-1c3a-465c-b7a9-d90af939323e",
"name": "3. Leads analysieren & bewerten",
"type": "n8n-nodes-base.function",
"position": [
-400,
-64
],
"parameters": {
"functionCode": "const items = [];\nconst places = $input.first().json.places || [];\nconst searchParams = $node[\"1. Set Search Parameters\"].json;\n\nfor (const place of places) {\n const item = {\n id: place.id || '',\n businessName: place.displayName?.text || 'N/A',\n address: place.formattedAddress || 'N/A',\n phone: place.nationalPhoneNumber || 'N/A',\n website: place.websiteUri || 'N/A',\n rating: place.rating || 0,\n businessStatus: place.businessStatus || 'UNKNOWN',\n primaryType: place.primaryType || searchParams.searchCategory,\n latitude: place.location?.latitude || 0,\n longitude: place.location?.longitude || 0,\n searchLocation: searchParams.locationName,\n searchCategory: searchParams.searchCategory,\n createdAt: new Date().toISOString(),\n leadScore: 0,\n status: 'New Lead'\n };\n \n // Calculate lead score\n let score = 0;\n if (item.rating >= 4.5) score += 30;\n else if (item.rating >= 4.0) score += 20;\n else if (item.rating >= 3.5) score += 10;\n \n if (item.website !== 'N/A') score += 25;\n if (item.phone !== 'N/A') score += 20;\n if (item.businessStatus === 'OPERATIONAL') score += 25;\n \n item.leadScore = score;\n \n items.push({ json: item });\n}\n\nreturn items;"
},
"typeVersion": 1
},
{
"id": "f946456d-53fa-4b03-8521-406b2b6b14ca",
"name": "4. Hochwertige Leads filtern",
"type": "n8n-nodes-base.if",
"position": [
-208,
-64
],
"parameters": {
"conditions": {
"number": [
{
"value1": "={{$json[\"leadScore\"]}}",
"value2": 50,
"operation": "larger"
}
],
"string": [
{
"value1": "={{$json[\"businessName\"]}}",
"value2": "N/A",
"operation": "notEqual"
}
]
}
},
"typeVersion": 1
},
{
"id": "1121701f-c2f7-43d1-af89-1a75b9159ce5",
"name": "5. Jeden Lead durchlaufen",
"type": "n8n-nodes-base.splitInBatches",
"position": [
64,
-96
],
"parameters": {
"options": {}
},
"typeVersion": 3
},
{
"id": "58958e08-90c8-4f7d-8922-21dd84b80406",
"name": "6a. Website mit Scrape.do scrapen",
"type": "n8n-nodes-base.httpRequest",
"onError": "continueRegularOutput",
"position": [
320,
-80
],
"parameters": {
"url": "http://api.scrape.do/",
"options": {},
"sendQuery": true,
"queryParameters": {
"parameters": [
{
"name": "url",
"value": "={{ $json.website }}"
},
{
"name": "token",
"value": "{{$env[\"SCRAPE_DO_API_KEY\"]}}"
}
]
}
},
"typeVersion": 4.2,
"alwaysOutputData": true
},
{
"id": "d4a3c983-fa0c-4afc-86ba-d47543202e1a",
"name": "6b. Prüfen ob Scrape erfolgreich war",
"type": "n8n-nodes-base.if",
"position": [
528,
-80
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "076a0652-9f88-4992-b111-791aa327e571",
"operator": {
"type": "number",
"operation": "notEquals"
},
"leftValue": "={{ $json.error.status }}",
"rightValue": 400
}
]
}
},
"typeVersion": 2.2
},
{
"id": "012b5b66-460f-4efb-a960-7df911ce05cc",
"name": "6c. Footer aus HTML extrahieren",
"type": "n8n-nodes-base.html",
"position": [
784,
-80
],
"parameters": {
"options": {},
"operation": "extractHtmlContent",
"extractionValues": {
"values": [
{
"key": "footer",
"cssSelector": "footer"
}
]
}
},
"typeVersion": 1.2
},
{
"id": "b28b0efc-e480-4629-9b39-e649c23b2531",
"name": "6d. Kontaktdaten mit KI extrahieren",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
992,
-80
],
"parameters": {
"text": "=Analyze the following HTML snippet, which comes from a website's footer section. Your task is to extract all available contact information and populate the structured format as requested.\n\n1. **Extract Social Media URLs:** Scan the HTML for links to specific social media platforms. Find the unique URL for each platform and place it in the corresponding field within the `social` object (e.g., the Facebook URL goes into `social.facebook`). If a link for a platform is not found, leave its field as an empty string.\n\n2. **Extract Contact Info:** Find all email addresses (`mailto:` links) for `contact.emails`. Find all phone numbers (`tel:` links) for `contact.phones`.\n\n3. **Extract Location:** Find the physical address and populate `location.full_address`, `location.city`, and `location.country`.\n\n4. **Extract Other Methods:** Find links to contact forms or WhatsApp (`wa.me/`) and add them to the `other_contact_methods` array.\n\nHTML Content:\n{{ $json.footer }}",
"options": {
"systemMessage": "You are a highly efficient and accurate data extraction AI. Your sole purpose is to parse raw HTML content and extract specific information into a structured JSON format as requested. You must only respond with the structured data. Do not add any extra text, comments, or explanations."
},
"promptType": "define",
"hasOutputParser": true
},
"typeVersion": 2.2
},
{
"id": "3cc6fa78-f210-49e8-a49a-b5735ef7c262",
"name": "7. Angereicherten Lead in Google Sheets speichern",
"type": "n8n-nodes-base.googleSheets",
"position": [
1616,
128
],
"parameters": {
"options": {},
"fieldsUi": {
"fieldValues": [
{
"fieldId": "BusinessName",
"fieldValue": "={{ $('5. Loop Through Each Lead').item.json.businessName }}"
},
{
"fieldId": "Address",
"fieldValue": "={{ $('5. Loop Through Each Lead').item.json.address }}"
},
{
"fieldId": "Phone",
"fieldValue": "={{ $('5. Loop Through Each Lead').item.json.phone }}"
},
{
"fieldId": "website",
"fieldValue": "={{ $('5. Loop Through Each Lead').item.json.website }}"
},
{
"fieldId": "emails",
"fieldValue": "={{ $json.output.contact.emails[0] }}"
},
{
"fieldId": "Facebook",
"fieldValue": "={{ $json.output.social.facebook }}"
},
{
"fieldId": "Instagram",
"fieldValue": "={{ $json.output.social.instagram }}"
},
{
"fieldId": "Youtube",
"fieldValue": "={{ $json.output.social.youtube }}"
},
{
"fieldId": "Linkedin",
"fieldValue": "={{ $json.output.social.linkedin }}"
},
{
"fieldId": "Pinterest",
"fieldValue": "={{ $json.output.social.pinterest }}"
},
{
"fieldId": "Other",
"fieldValue": "={{ $json.output.other_contact_methods[0].url }}"
},
{
"fieldId": "rating",
"fieldValue": "={{ $('5. Loop Through Each Lead').item.json.rating }}"
},
{
"fieldId": "businessStatus",
"fieldValue": "={{ $('5. Loop Through Each Lead').item.json.businessStatus }}"
},
{
"fieldId": "primaryType",
"fieldValue": "={{ $('5. Loop Through Each Lead').item.json.primaryType }}"
},
{
"fieldId": "Lantitude",
"fieldValue": "={{ $('5. Loop Through Each Lead').item.json.latitude }}"
},
{
"fieldId": "Longitude",
"fieldValue": "={{ $('5. Loop Through Each Lead').item.json.longitude }}"
},
{
"fieldId": "searchLocation",
"fieldValue": "={{ $('5. Loop Through Each Lead').item.json.searchLocation }}"
},
{
"fieldId": "SearchCategory",
"fieldValue": "={{ $('5. Loop Through Each Lead').item.json.searchCategory }}"
}
]
},
"operation": "append",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1I9uFYn0q-yBmaGwmN24w6L_1-qjqEVaQj0FwN5RfoFY/edit#gid=0",
"cachedResultName": "Table"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1I9uFYn0q-yBmaGwmN24w6L_1-qjqEVaQj0FwN5RfoFY",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1I9uFYn0q-yBmaGwmN24w6L_1-qjqEVaQj0FwN5RfoFY/edit?usp=drivesdk",
"cachedResultName": "Lead Generator"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "df8r9D022KIAOHTC",
"name": "Google Sheets account"
}
},
"typeVersion": 3
},
{
"id": "7981793a-4b97-4f32-91eb-52fafc237aa5",
"name": "Notiz",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1632,
-208
],
"parameters": {
"width": 560,
"height": 576,
"content": "# Lead Generation Bot: Google Places & AI Enrichment\n\n**Purpose:** This workflow finds businesses on Google Maps, scores them as potential leads, scrapes their websites to find contact details (email, social media) using AI, and saves the enriched data to Google Sheets.\n\n### Quick Setup Guide\n\n1. **Configure Credentials:**\n * `2. Find Businesses`: Set up your Google Places API credentials (Header Auth).\n * `6a. Scrape Website`: Set up your Scrape.do (or other scraping service) credentials.\n * `6d. AI Agent`: Configure your OpenAI credentials.\n * `7. Save to Google Sheets`: Configure your Google Sheets OAuth2 credentials.\n2. **Set Your Search:** In the `1. Set Search Parameters` node, define your target business category and location.\n3. **Configure Google Sheet:** In the `7. Save to Google Sheets` node, select your spreadsheet and sheet. Make sure the column names match.\n4. **Activate Workflow:** Turn the workflow on. It will run based on the schedule you set in the `Schedule Trigger`."
},
"typeVersion": 1
},
{
"id": "54e30c62-7eee-496e-9bb4-3f90bbda77d0",
"name": "Notiz1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-752,
-400
],
"parameters": {
"color": 2,
"width": 512,
"height": 288,
"content": "### 1. Find, Parse & Score Leads\n\n**Purpose:** This section queries the Google Places API for businesses matching your criteria, formats the data, and calculates a `leadScore` for each one based on their rating, website, phone, and operational status.\n\n* **1. Set Search Parameters:** **THIS IS THE MAIN NODE TO CONFIGURE.** Change `searchCategory` and `locationName` to define your target audience.\n* **4. Filter High-Quality Leads:** Only leads with a score greater than 50 are processed further. You can adjust this threshold in the IF node's settings."
},
"typeVersion": 1
},
{
"id": "57a2105c-67c2-4f4d-a7ec-7f29bac341e2",
"name": "Notiz2",
"type": "n8n-nodes-base.stickyNote",
"position": [
208,
-448
],
"parameters": {
"color": 4,
"width": 656,
"height": 304,
"content": "### 2. Data Enrichment Loop\n\n**Purpose:** This is the core enrichment part. The workflow iterates through each high-quality lead one by one.\n\n* **6a. Scrape Website HTML:** It visits the business's website (if one exists) via a scraping service to get the raw HTML content.\n* **6c. Extract Footer:** It specifically isolates the `<footer>` section of the website, as this area most commonly contains contact information.\n* **6d. Extract Contact Info with AI:** It uses an OpenAI model to analyze the footer HTML and intelligently extract structured data like emails, social media links, and phone numbers."
},
"typeVersion": 1
},
{
"id": "4ef856f2-b46d-4243-a001-4f0c4ab32019",
"name": "Notiz3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1776,
48
],
"parameters": {
"color": 6,
"width": 464,
"height": 240,
"content": "### 3. Save to Google Sheets\n\n**Purpose:** Appends the final, enriched lead data to your specified Google Sheet.\n\n* **Action:** If the AI successfully extracts contact info, it's combined with the initial Google Places data and saved.\n* **Configuration:** You must select your credentials, spreadsheet, and sheet name here. Ensure your sheet has columns matching the fields defined in this node."
},
"typeVersion": 1
}
],
"pinData": {},
"connections": {
"af642ea6-17a4-4fd2-a6e7-b26f9bdff825": {
"ai_languageModel": [
[
{
"node": "b28b0efc-e480-4629-9b39-e649c23b2531",
"type": "ai_languageModel",
"index": 0
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},
"93842018-1c3a-465c-b7a9-d90af939323e": {
"main": [
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{
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]
},
"2f801af9-c230-4910-97db-8adf7a8ac650": {
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{
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"type": "main",
"index": 0
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]
},
"3ecdbef5-6df9-4f62-a9f9-44fa94ad32bc": {
"ai_outputParser": [
[
{
"node": "b28b0efc-e480-4629-9b39-e649c23b2531",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"1121701f-c2f7-43d1-af89-1a75b9159ce5": {
"main": [
[],
[
{
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}Häufig gestellte Fragen
Wie verwende ich diesen Workflow?
Kopieren Sie den obigen JSON-Code, erstellen Sie einen neuen Workflow in Ihrer n8n-Instanz und wählen Sie "Aus JSON importieren". Fügen Sie die Konfiguration ein und passen Sie die Anmeldedaten nach Bedarf an.
Für welche Szenarien ist dieser Workflow geeignet?
Experte - Verschiedenes, KI-Zusammenfassung, Multimodales KI
Ist es kostenpflichtig?
Dieser Workflow ist völlig kostenlos. Beachten Sie jedoch, dass Drittanbieterdienste (wie OpenAI API), die im Workflow verwendet werden, möglicherweise kostenpflichtig sind.
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Onur
@onurpolat05Hello, I'm Onur I've been working as a freelance software developer for about four years. In addition, I develop my own projects. For some time, I have been improving myself and providing various services related to AI and AI workflows. Both by writing low code and code. If you have any questions, don't hesitate to contact me.
Externe Links
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